Lead scoring is a method of objectively ranking sales leads based on their profile and engagement data. Companies that implement effective lead scoring see increased deal close rates, revenue, and revenue per deal. The presentation outlined a model for lead scoring that considers both explicit profile data and implicit engagement behaviors. It emphasized the importance of aligning sales and marketing criteria and processes, refining the scoring model based on sales feedback, and continuing to nurture rejected or stalled leads.